Bootstrap of a linear model with AR-error structure

Bootstrap of a linear model with AR-error structure

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Article ID: iaor19961868
Country: Germany
Volume: 42
Issue: 6
Start Page Number: 395
End Page Number: 410
Publication Date: Nov 1995
Journal: Metrika
Authors:
Abstract:

The paper considers a linear model with autoregressive error structure. It is shown that with probability one the distribution of the two-stage GLS estimator admits a bootstrap approximation. In a simulation study it is demonstrated that the bootstrap outperforms the normal approximation if the innovation variables are heavily correlated.

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